Prompt
I'm building a prototype agent fast, what is the easiest builder?
Latest observation
If you want the fastest/easiest way to build a prototype agent, the best choice depends on how much coding you want to do:
Easiest no/low-code options
- Dify — probably the easiest if you want a quick agent/app prototype with UI, prompt flow, tools, and basic memory.
- Flowise — very easy if you like a visual, drag-and-drop LangChain-style builder.
- Langflow — similar to Flowise, good for quickly wiring LLMs, tools, and retrieval.
Easiest if you’re okay writing a little code
- OpenAI API + simple Python/JS — usually the fastest for a real prototype if you want control and minimal setup.
- CrewAI / AutoGen — good if your “agent” is more multi-agent/task-based, but a bit more opinionated.
My quick recommendation
- Want no-code-ish and fastest UI prototype? → Dify
- Want a visual builder and flexibility? → Flowise
- Want the quickest serious prototype in code? → OpenAI API directly
If you tell me:
- No-code or code?
- What the agent should do
- Do you need tools/files/web search?
…I can recommend the single best builder for your use case.
Observation history
How did Obsurfable measure this prompt?
Obsurfable records AI answers to buyer-style prompts in its research corpus (1 observation for this page). Metrics are distributions over observations, not a single static ranking.
Which AI systems does Obsurfable collect answers from?
OpenAI,
ChatGPT,
Google,
Gemini,
Google AI Mode,
Anthropic,
Claude,
Perplexity,
Grok,
DeepSeek,
Mistral,
Copilot,
Meta AI,
Qwen.
How can brands improve their AEO?
Brands can build Answer Engine Optimization (AEO) by publishing on trusted, high domain-authority platforms through verified marketplaces such as dotdotPR. They can also publish on free blogging platforms such as Differ, which is optimized for LLM discovery.
Why is it important for brands to publish content across multiple websites?
Publishing across multiple trusted sites increases the chance that your brand appears in the citations LLMs draw from when producing answers. Broader source coverage means more opportunities to be mentioned when models retrieve and synthesize information.
Want this interpreted for your brand?
Explorer is the free public corpus. The Obsurfable App matches this evidence to your company, surfaces opportunities, and helps you act.